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dc.contributor.authorUsta, İlhan
dc.contributor.authorArık, İbrahim
dc.contributor.authorYenilmez, İsmail
dc.contributor.authorKantar, Yeliz Mert
dc.date.accessioned2021-10-13T11:57:02Z
dc.date.available2021-10-13T11:57:02Z
dc.date.issued2018en_US
dc.identifier.citationUsta, I., Arik, I., Yenilmez, I., & Kantar, Y. M. (2018). A new estimation approach based on moments for estimating Weibull parameters in wind power applications. Energy Conversion and Management, 164, 570-578.en_US
dc.identifier.issn0196-8904
dc.identifier.issn1879-2227
dc.identifier.urihttps://doi.org/10.1016/j.enconman.2018.03.033
dc.identifier.urihttps://hdl.handle.net/11552/2106
dc.description.abstractThis study introduces a new estimation approach that could be used in calculating the Weibull parameters for the estimation of wind power. This new approach, called the method of multi-objective moments (MUOM), proposes minimization of the squared deviances between the first three population moments and corresponding sample moments. In the proposed MUOM, the third moment, which is used in the formula of wind power, is a key function since it provides a significant contribution to the correct prediction of wind energy. In order to demonstrate the performance of the proposed MUOM, it is compared with the well-known estimation methods such as the maximum likelihood, modified maximum likelihood, moment and energy pattern factor. In comparative analysis, the performance of the considered methods is evaluated on the actual wind speed data measured different time periods according to various goodness of fit criteria. The obtained results indicate that the MUOM definitely provides more accurate estimates than other well-known methods in estimating wind power based on the Weibull distribution. Thus, the MUOM can be used as an improved method in estimating wind power.en_US
dc.language.isoengen_US
dc.publisherPergamon-Elsevier Scienceen_US
dc.identifier.doi10.1016/j.enconman.2018.03.033en_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectWeibull Distributionen_US
dc.subjectMomentsen_US
dc.subjectMulti-objective Functionen_US
dc.subjectWind Poweren_US
dc.subjectComparative Analysisen_US
dc.titleA new estimation approach based on moments for estimating Weibullparameters in wind power applicationsen_US
dc.typearticleen_US
dc.relation.ispartofEnergy Conversion and Managementen_US
dc.departmentFakülteler, Fen Edebiyat Fakültesi, İstatistik ve Bilgisayar Bilimleri Bölümüen_US
dc.authorid0000-0002-4396-5182en_US
dc.identifier.volume164en_US
dc.identifier.startpage570en_US
dc.identifier.endpage578en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.relation.indexScopusen_US
dc.relation.indexWoSen_US
dc.relation.indexWoS - Science Citation Index Expandeden_US
dc.contributor.institutionauthorArık, İbrahim
dc.description.wospublicationidWOS:000430882100048en_US
dc.description.scopuspublicationid1-s2.0-S0196890418302632en_US
dc.description.wosqualityQ1en_US


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